Papers
12094 papers
ICLR2024
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models
Summary pending...
large language modelsquantizationmodel compression
ICLR2024
DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
Summary pending...
Structure-based drug designmolecule optimizationdiffusion models
ICLR2024
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals
Summary pending...
NLPLLMsInterpretability
ICLR2024
Separating common from salient patterns with Contrastive Representation Learning
Summary pending...
Contrastive LearningMutual InformationContrastive Analysis
ICLR2024
Self-Supervised Contrastive Learning for Long-term Forecasting
Summary pending...
Contrastive learningtime-series representationlong-term forecasting
ICLR2024
Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search
Summary pending...
Text-guided diffusion modelsRobustnessAdversarial examiner
ICLR2024
A Semantic Invariant Robust Watermark for Large Language Models
Summary pending...
Watermark algorithmsLarge Language ModelsRobustness
ICLR2024
Fast Equilibrium of SGD in Generic Situations
Summary pending...
optimizationfast mixingfast equilibrium
ICLR2024
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM
Summary pending...
Speech ContinuationSpoken Question Answering
ICLR2024
DAFA: Distance-Aware Fair Adversarial Training
Summary pending...
adversarial robustnessrobust fairnessadversarial examples
ICLR2024
Statistical Rejection Sampling Improves Preference Optimization
Summary pending...
large language modelpreference optimizationlanguage model alignment
ICLR2024
AffineQuant: Affine Transformation Quantization for Large Language Models
Summary pending...
post-training quantizationlarge language modelAffine Transformation
ICLR2024
On the generalization capacity of neural networks during generic multimodal reasoning
Summary pending...
compositional generalizationcompositionalityrepresentation learning
ICLR2024
Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning
Summary pending...
Metagenomics BinningComputational GenomicsGraph Neural Networks
ICLR2024
Conformal Risk Control
Summary pending...
conformal predictionuncertainty quantification
ICLR2024
Transport meets Variational Inference: Controlled Monte Carlo Diffusions
Summary pending...
SDEsDiffusion ModelsOptimal Transport
ICLR2024
SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation
Summary pending...
Source-free domain adaptationData augmentation
ICLR2024
Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning
Summary pending...
large multimodal modelsin-context-learningevaluation
ICLR2024
RetroBridge: Modeling Retrosynthesis with Markov Bridges
Summary pending...
RetrosynthesisReactionsChemistry
ICLR2024
Video Decomposition Prior: Editing Videos Layer by Layer
Summary pending...
Video decompositionTest-time optimization techniqueVideo Relighting